# Databricks Lakehouse: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 12 models. Page: https://gtm-ai-index.com/vendors/databricks-lakehouse/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data management platforms | 0% | 53 | 0% | 2 |
| Customer intelligence and data science | 0% | 96 | 0% | 1 |

## What the models said for it

- "Strong for data engineering, ML, and unifying lake + warehouse workloads." (GPT-5.4 mini, DMP)
- "Best for AI/ML use cases with Spark-based engineering" (Mistral Small, DMP)

## The company

Databricks; http://databricks.com/; San Francisco, United States; founded 2013; about 4,000 employees (2022). From Wikidata, fetched 2026-09-14.

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.